This article reviews one such experience with Financial Modeling Prep API (FMP), highlighting recent issues and offering alternative solutions for those seeking reliable financial data.

Let’s show how to calculate profit and loss for options contracts​This is where algorithmic analysis provides substantial value, enabling traders to systematically scan the vast options landscape to uncover the most advantageous opportunities.

In the sprawling, hyper-fast digital landscape of modern finance, data is more than just information; it is the lifeblood of every...

Based on volatility, recent price momentum, and cash-and-carry options arbitrage strategy opportunities, we identify the five top instruments—BRR, CC, ES, GC, and ALI—with the greatest potential for 10–30-day profits.

However, for retail traders and institutional investors alike, understanding the true cost of futures trading for beginners requires looking beyond simple commission structures.

The conventional advice is clear: always use a stop loss to cap downside, and employ a stop loss trailing stop loss to protect profits while allowing successful trades to mature.

I’m thrilled to share with you an intriguing quantitative finance project that I’ve been working on. This particular project is coded in Python, and while I’ll be rolling out more advanced projects and demos in C++ as we dive deeper into advanced AI with tools like Anthropic, today’s focus is a simpler yet insightful example of pure quant finance. So, let’s check it out!

Founded by the brilliant mathematician James Simons, Renaissance Technologies is arguably the most successful hedge fund in history, at least concerning its flagship Medallion Fund. Eschewing traditional Wall Street analysts

Predicting market direction becomes akin to forecasting the weather in a hurricane. It's in these complex and often chaotic environments that derivatives – financial instruments like options futures and other derivatives– truly demonstrate their unique value, offering sophisticated tools for risk management,

Renaissance Technologies (RenTech) occupies a unique and almost mythical space in the financial world. Founded by the brilliant mathematician Jim Simons, the firm is renowned for its secretive nature of a prediction algo

This explores the speaker's decision to pursue proprietary trading in futures and options as a path to significant wealth and early retireme

Futures and Options Report: Strategic Gold Options Trading with Payoff Diagrams

Both human vs AI game trading communities offer unique strengths and weaknesses, and the optimal approach likely involves a synergistic blen

Jeremy Sosabowski is a prominent figure in the fintech world, particularly known for his expertise in AI-driven financial forecasting. His f

The allure of automated trading, powered by sophisticated programming and quantitative techniques, is undeniable. Imagine a system that work

HFT Tracker: Call-Put Parity and the Value of Futures Option Chain Data In the frenetic world of high-frequency trading  or HFT tracker, wh

In the complex world of decision-making, particularly in finance and portfolio management, the concept of the efficiency risk frontier (ERF)

The Algorithmic Crystal Ball: Option Payoff Diagrams and HFT Giants In the high-stakes arena of billion-dollar high-frequency trading (HFT)

Evaluating Potential Lowest Currency Value through the Big Mac Index. The Big Mac Index, created by The Economist in 1986, serves as a light

However, the reality of implementing the Rithmic API often falls short of its promise, primarily due to the significant challenges